Ecoli

Benchmarks

Task Name	Dataset Name	SOTA Result
Imbalanced Classification	ecoli	F1-Score84.2	25
Off-policy evaluation for classification error	ecoli	Bias-0.208	15
Tabular Anomaly Detection	Ecoli	AUC-ROC0.865	14
Structure Learning	ecoli70 n=100	SHD37.55	11
Binary Classification	Ecoli	Accuracy97.33	10
Clustering	Ecoli	Runtime (s)0.01	9
Multiclass Classification	ecoli2	Weighted F1-score0.971	9
Multiclass imbalanced classification	ecoli2	AUC99.2	9
Multiclass imbalanced classification	ecoli 2	Accuracy97.1	9
Multiclass Imbalanced Classification	ecoli2	G-Mean0.945	9
Tabular Classification	ecoli 1011 (test)	Test Error0.036	9
Generating observational data	Ecoli	MMD (Generated vs Query)0.016	8
Multiclass Classification	ecoli	AUC96.63	7
Manifold Learning	Ecoli	TW + CN / 2 Score96.94	5
Classification	Ecoli UCI (test)	Accuracy88.1	5
Causal Structure Learning	Ecoli70	CI Tests Count56,781	5
Binary Imbalanced Classification	ecoli 0-1-3-7_vs_2-6	F1-score99.8	4
Binary Imbalanced Classification	ecoli4	F1-score99.93	4
Binary Imbalanced Classification	ecoli-0-1-4-7_vs_5-6	F1-score99.75	4
Binary Imbalanced Classification	ecoli3	F1-score98.2	4
Binary Imbalanced Classification	Ecoli 1	F1-score99.17	4
Counterfactual Explanation Generation	ecoli	Validity100	4
Outlier Explanation	ecoli	Average Run Time (seconds)0.0018	4
Circle Packing	Ecoli large variance	NP10.344	4
Circle Packing	Ecoli small circle radii variance	NP10.36	4

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